| Continual Learning Using Task Conditional Neural Networks | Sep 29, 2021 | Continual LearningMixture-of-Experts | —Unverified | 0 |
| Full-Precision Free Binary Graph Neural Networks | Sep 29, 2021 | Graph Neural NetworkMixture-of-Experts | —Unverified | 0 |
| MECATS: Mixture-of-Experts for Probabilistic Forecasts of Aggregated Time Series | Sep 29, 2021 | Mixture-of-ExpertsTime Series | —Unverified | 0 |
| HydraSum - Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models | Sep 29, 2021 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference | Sep 24, 2021 | Mixture-of-ExpertsSentence | —Unverified | 0 |
| Unbiased Gradient Estimation with Balanced Assignments for Mixtures of Experts | Sep 24, 2021 | Mixture-of-Experts | —Unverified | 0 |
| Scalable and Efficient MoE Training for Multitask Multilingual Models | Sep 22, 2021 | Machine TranslationMixture-of-Experts | —Unverified | 0 |
| Universal Simultaneous Machine Translation with Mixture-of-Experts Wait-k Policy | Sep 11, 2021 | Machine TranslationMixture-of-Experts | CodeCode Available | 0 |
| Improving Video-Text Retrieval by Multi-Stream Corpus Alignment and Dual Softmax Loss | Sep 9, 2021 | Mixture-of-ExpertsRetrieval | CodeCode Available | 1 |
| Cross-token Modeling with Conditional Computation | Sep 5, 2021 | Computational EfficiencyImage Classification | —Unverified | 0 |
| Personalised Federated Learning: A Combinational Approach | Aug 22, 2021 | Federated LearningKnowledge Distillation | —Unverified | 0 |
| SPMoE: Generate Multiple Pattern-Aware Outputs with Sparse Pattern Mixture of Experts | Aug 17, 2021 | DiversityMixture-of-Experts | —Unverified | 0 |
| AIREX: Neural Network-based Approach for Air Quality Inference in Unmonitored Cities | Aug 16, 2021 | Air Quality InferenceMixture-of-Experts | —Unverified | 0 |
| Strength in Numbers: Averaging and Clustering Effects in Mixture of Experts for Graph-Based Dependency Parsing | Aug 1, 2021 | ClusteringDependency Parsing | —Unverified | 0 |
| A Mixture-of-Experts Model for Antonym-Synonym Discrimination | Aug 1, 2021 | Mixture-of-Experts | CodeCode Available | 0 |
| ExpertRank: A Multi-level Coarse-grained Expert-based Listwise Ranking Loss | Jul 29, 2021 | Information RetrievalMixture-of-Experts | —Unverified | 0 |
| Few-Shot and Continual Learning with Attentive Independent Mechanisms | Jul 29, 2021 | Continual LearningFew-Shot Learning | CodeCode Available | 1 |
| Go Wider Instead of Deeper | Jul 25, 2021 | Image ClassificationMixture-of-Experts | CodeCode Available | 1 |
| Federated Mixture of Experts | Jul 14, 2021 | Federated LearningMixture-of-Experts | —Unverified | 0 |
| Lifelong Mixture of Variational Autoencoders | Jul 9, 2021 | Lifelong learningMixture-of-Experts | CodeCode Available | 0 |
| AdaSpeech 3: Adaptive Text to Speech for Spontaneous Style | Jul 6, 2021 | DecoderMixture-of-Experts | —Unverified | 0 |
| Adaptive 3D descattering with a dynamic synthesis network | Jul 1, 2021 | DenoisingMixture-of-Experts | CodeCode Available | 0 |
| On component interactions in two-stage recommender systems | Jun 28, 2021 | Mixture-of-ExpertsRecommendation Systems | —Unverified | 0 |
| Mixtures of Deep Neural Experts for Automated Speech Scoring | Jun 23, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Heterogeneous Multi-task Learning with Expert Diversity | Jun 20, 2021 | DiversityMixture-of-Experts | CodeCode Available | 1 |